hmer: History Matching and Emulation Package

A set of objects and functions for Bayes Linear emulation and history matching. Core functionality includes automated training of emulators to data, diagnostic functions to ensure suitability, and a variety of proposal methods for generating 'waves' of points. For details on the mathematical background, there are many papers available on the topic (see references attached to function help files or the below references); for details of the functions in this package, consult the manual or help files. Iskauskas, A, et al. (2024) <doi:10.18637/jss.v109.i10>. Bower, R.G., Goldstein, M., and Vernon, I. (2010) <doi:10.1214/10-BA524>. Craig, P.S., Goldstein, M., Seheult, A.H., and Smith, J.A. (1997) <doi:10.1007/978-1-4612-2290-3_2>.

Version: 1.6.0
Depends: R (≥ 4.1.0)
Imports: purrr, dplyr, ggplot2, lhs, MASS, R6, viridis, mvtnorm, GGally, rlang, isoband, cluster, pdist, ggbeeswarm, stringr
Suggests: spelling, knitr, rmarkdown, deSolve, testthat (≥ 3.0.0), covr, progressr
Published: 2024-05-31
DOI: NA
Author: Andrew Iskauskas ORCID iD [aut, cre], TJ McKinley ORCID iD [aut]
Maintainer: Andrew Iskauskas <andrew.iskauskas at durham.ac.uk>
BugReports: https://github.com/andy-iskauskas/hmer/issues
License: MIT + file LICENSE
URL: https://github.com/andy-iskauskas/hmer, https://hmer-package.github.io/website/
NeedsCompilation: no
Language: en-GB
Citation: hmer citation info
Materials: README NEWS
CRAN checks: hmer results

Documentation:

Reference manual: hmer.pdf
Vignettes: Demonstrating the hmer Package
Emulation and History Matching Handbook
Low Dimensional Examples
Stochastic Emulation

Downloads:

Package source: hmer_1.6.0.tar.gz
Windows binaries: r-devel: hmer_1.6.0.zip, r-release: hmer_1.6.0.zip, r-oldrel: hmer_1.6.0.zip
macOS binaries: r-release (arm64): hmer_1.6.0.tgz, r-oldrel (arm64): hmer_1.6.0.tgz, r-release (x86_64): hmer_1.6.0.tgz, r-oldrel (x86_64): hmer_1.6.0.tgz
Old sources: hmer archive

Linking:

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